The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 576 540 630
Rank change year-on-year
-36 +90
Permanent jobs citing Predictive Analytics 71 109 67
As % of all permanent IT jobs located in London 0.18% 0.25% 0.14%
As % of the Processes & Methodologies category 0.20% 0.29% 0.16%
Number of salaries quoted 62 76 44
Median salary £60,000 £52,500 £75,000
Median salary % change year-on-year
+14.28% -30.00%
90% offered a salary of more than £45,000 £37,500 £57,500
10% offered a salary of more than £103,650 £80,000 £100,000
UK excluding London median salary £57,500 £47,500 £40,000
% change year-on-year
+21.05% +18.75%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
36235 38006 42272
As % of all permanent IT jobs located in London 89.43% 87.45% 86.86%
Number of salaries quoted 31259 31812 35050
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 25 May 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 25 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +49 14 £70,000 +33.33% 3
Wimbledon - 1 £77,500 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 25 May 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 187 (100.00%) Analytics
2 111 (59.36%) Big Data
3 105 (56.15%) Machine Learning
4 90 (48.13%) SQL
5 87 (46.52%) R
6 79 (42.25%) Python
7 76 (40.64%) Business Intelligence
8 71 (37.97%) Hadoop
9 69 (36.90%) Finance
10 66 (35.29%) Java
11 61 (32.62%) Computer Science
11 61 (32.62%) Algorithms
12 60 (32.09%) Degree
13 45 (24.06%) Statistics
13 45 (24.06%) Microsoft
14 42 (22.46%) Mathematics
15 41 (21.93%) SQL Server
15 41 (21.93%) Presales
16 40 (21.39%) Apache Spark
17 39 (20.86%) Predictive Modelling
17 39 (20.86%) Analytical Skills
18 38 (20.32%) Oracle
19 36 (19.25%) Data Warehouse
19 36 (19.25%) Data Mining
19 36 (19.25%) Agile Software Development
19 36 (19.25%) Visualisation
20 33 (17.65%) Performance Management
21 32 (17.11%) PhD
22 30 (16.04%) SAS
23 29 (15.51%) Scala

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 40 (21.39%) Apache Spark
2 30 (16.04%) SAS
3 14 (7.49%) Apache Pig
4 10 (5.35%) Apache
5 9 (4.81%) SharePoint
6 6 (3.21%) Elasticsearch
7 4 (2.14%) Apache Solr
8 2 (1.07%) CMS
8 2 (1.07%) DNN
8 2 (1.07%) Oracle SOA Suite
9 1 (0.53%) NetWeaver
9 1 (0.53%) NServiceBus
Applications
1 17 (9.09%) MS Excel
2 12 (6.42%) MS PowerPoint
3 11 (5.88%) S-PLUS
4 6 (3.21%) SPSS
4 6 (3.21%) Weka
Business Applications
1 2 (1.07%) Oracle BPM
2 1 (0.53%) Dynamics NAV
2 1 (0.53%) SAP BPC
Cloud Services
1 19 (10.16%) Microsoft Azure
2 10 (5.35%) Amazon AWS
3 8 (4.28%) Azure Machine Learning
4 7 (3.74%) PaaS
5 2 (1.07%) Amazon EMR
5 2 (1.07%) Amazon S3
5 2 (1.07%) GitHub
5 2 (1.07%) Google Analytics
5 2 (1.07%) Google Cloud Platform
6 1 (0.53%) Amazon EC2
6 1 (0.53%) IaaS
Communications & Networking
1 11 (5.88%) WebEx
2 6 (3.21%) Internet
3 1 (0.53%) FTP
3 1 (0.53%) SMTP
Database & Business Intelligence
1 111 (59.36%) Big Data
2 71 (37.97%) Hadoop
3 41 (21.93%) SQL Server
4 36 (19.25%) Data Mining
4 36 (19.25%) Data Warehouse
5 28 (14.97%) NoSQL
5 28 (14.97%) SQL Server Integration Services
6 23 (12.30%) SQL Server Reporting Services
7 22 (11.76%) MySQL
8 20 (10.70%) MongoDB
9 19 (10.16%) Power BI
10 18 (9.63%) Relational Database
11 17 (9.09%) Apache Hive
12 16 (8.56%) HDInsight
13 15 (8.02%) SQL Server Analysis Services
14 10 (5.35%) QlikView
14 10 (5.35%) SQL Server 2014
15 9 (4.81%) Apache Cassandra
15 9 (4.81%) Text Mining
16 7 (3.74%) RDBMS
Development Applications
1 3 (1.60%) Jenkins
2 1 (0.53%) Cucumber
2 1 (0.53%) Git (software)
2 1 (0.53%) Hudson
2 1 (0.53%) IntelliJ
2 1 (0.53%) JIRA
2 1 (0.53%) JUnit
2 1 (0.53%) Maven
2 1 (0.53%) ProC
2 1 (0.53%) Ranorex
2 1 (0.53%) Selenium
2 1 (0.53%) SpecFlow
2 1 (0.53%) SQL Server Management Studio (SSMS)
2 1 (0.53%) Subversion
2 1 (0.53%) TeamCity
General
1 69 (36.90%) Finance
2 25 (13.37%) Marketing
3 17 (9.09%) Banking
4 15 (8.02%) Retail
5 7 (3.74%) Games
6 4 (2.14%) Law
7 2 (1.07%) Aerospace
7 2 (1.07%) Automotive
8 1 (0.53%) Billing
8 1 (0.53%) Legal
Job Titles
1 40 (21.39%) Data Scientist
2 30 (16.04%) Consultant
3 22 (11.76%) Architect
4 20 (10.70%) Analyst
5 18 (9.63%) Data Architect
6 16 (8.56%) Senior Data Scientist
7 13 (6.95%) Data Engineer
8 11 (5.88%) Business Intelligence Manager
8 11 (5.88%) Presales Consultant
9 10 (5.35%) Developer
10 8 (4.28%) Analytics Manager
10 8 (4.28%) Business Consultant
10 8 (4.28%) Business Intelligence Consultant
10 8 (4.28%) Data Analyst
10 8 (4.28%) Data Consultant
10 8 (4.28%) Java Consultant
10 8 (4.28%) Microsoft BI Consultant
10 8 (4.28%) Microsoft Consultant
10 8 (4.28%) SQL Analyst
11 7 (3.74%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 21 (11.23%) .NET
2 14 (7.49%) HTML
3 12 (6.42%) .NET Framework
3 12 (6.42%) HTML5
3 12 (6.42%) Natural Language Processing
4 10 (5.35%) D3.js
5 9 (4.81%) Kafka
6 8 (4.28%) MDX
7 6 (3.21%) MLlib
7 6 (3.21%) RHadoop
8 5 (2.67%) AngularJS
8 5 (2.67%) Spring
9 4 (2.14%) Cascading
9 4 (2.14%) Cascalog
9 4 (2.14%) Hibernate
9 4 (2.14%) Lucene
10 3 (1.60%) CSS
10 3 (1.60%) J2EE
10 3 (1.60%) ODBC
10 3 (1.60%) REST
Miscellaneous
1 61 (32.62%) Algorithms
1 61 (32.62%) Computer Science
2 45 (24.06%) Statistics
3 42 (22.46%) Mathematics
4 39 (20.86%) Analytical Skills
5 36 (19.25%) Visualisation
6 21 (11.23%) Artificial Intelligence
7 20 (10.70%) Neural Network
8 19 (10.16%) Fintech
9 9 (4.81%) Economics
10 8 (4.28%) Data Integration
10 8 (4.28%) Digital Media
11 7 (3.74%) Applied Mathematics
11 7 (3.74%) Data Structures
11 7 (3.74%) Mobile App
11 7 (3.74%) Physics
12 6 (3.21%) Credit Risk
12 6 (3.21%) Management Information System
13 5 (2.67%) Enterprise Software
14 4 (2.14%) PMI
Operating Systems
1 17 (9.09%) Linux
2 3 (1.60%) Unix
2 3 (1.60%) Windows
Processes & Methodologies
1 187 (100.00%) Analytics
2 105 (56.15%) Machine Learning
3 76 (40.64%) Business Intelligence
4 41 (21.93%) Presales
5 39 (20.86%) Predictive Modelling
6 36 (19.25%) Agile Software Development
7 33 (17.65%) Performance Management
8 26 (13.90%) Data Modelling
9 24 (12.83%) Data Management
10 23 (12.30%) ETL
11 22 (11.76%) Statistical Modelling
12 21 (11.23%) Data Analytics
13 19 (10.16%) Open Source
14 17 (9.09%) Operations Research
14 17 (9.09%) Scrum
15 16 (8.56%) Information Management
16 15 (8.02%) Data Analysis
17 13 (6.95%) Data Visualisation
17 13 (6.95%) Software Engineering
17 13 (6.95%) Waterfall
Programming Languages
1 90 (48.13%) SQL
2 87 (46.52%) R
3 79 (42.25%) Python
4 66 (35.29%) Java
5 29 (15.51%) Scala
6 24 (12.83%) MATLAB
7 23 (12.30%) C#
8 17 (9.09%) JavaScript
9 15 (8.02%) C
10 10 (5.35%) C++
11 7 (3.74%) T-SQL
12 6 (3.21%) Perl
12 6 (3.21%) VBA
13 5 (2.67%) HiveQL
14 3 (1.60%) Ruby
15 2 (1.07%) Julia
15 2 (1.07%) PL/SQL
16 1 (0.53%) ABAP
16 1 (0.53%) VB.NET
Qualifications
1 60 (32.09%) Degree
2 32 (17.11%) PhD
3 7 (3.74%) Microsoft Certification
4 4 (2.14%) PMI Certification
4 4 (2.14%) PMP
5 2 (1.07%) SC Cleared
5 2 (1.07%) Security Cleared
6 1 (0.53%) CIMA
6 1 (0.53%) ISTQB
6 1 (0.53%) MBA
Quality Assurance & Compliance
1 8 (4.28%) Data Quality
2 2 (1.07%) QA
System Software
1 6 (3.21%) Docker
2 2 (1.07%) Apache Flume
Systems Management
1 2 (1.07%) Puppet
2 1 (0.53%) Oozie
Vendors
1 45 (24.06%) Microsoft
2 38 (20.32%) Oracle
3 26 (13.90%) Tableau
4 14 (7.49%) SAP
5 11 (5.88%) Actian
5 11 (5.88%) RapidMiner
6 6 (3.21%) Google
6 6 (3.21%) IBM
7 4 (2.14%) Facebook
7 4 (2.14%) Informatica
7 4 (2.14%) TOWER Software
8 3 (1.60%) Alteryx
8 3 (1.60%) MicroStrategy
8 3 (1.60%) Sybase
9 2 (1.07%) Cloudera
9 2 (1.07%) MuleSoft
10 1 (0.53%) Greenplum
10 1 (0.53%) Hortonworks
10 1 (0.53%) Sage
London
Computer Futures
Salary: Double OTE, Benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £30000 - £50000 per annum
Posted: 4 days ago
London
Harrington Starr
Salary: £55000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
London
EY
Salary: Competitive
Posted: 6 days ago
City Of London
HFG
Salary: £125000 - £160000 per annum
Posted: 12 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + competitive
Posted: 15 days ago
London
Computer Futures
Salary: Double OTE, Package
Posted: 21 days ago